Fractional Reasoning in LLMs: A New Way to Control Inference Depth
Source: MarkTechPost What is included in this article: The limitations of current test-time compute strategies in LLMs.Introduction of...
Liquid AI Open-Sources LFM2: A New Generation of Edge LLMs
Source: MarkTechPost What is included in this article: Performance breakthroughs – 2x faster inference and 3x faster trainingTechnical...
NVIDIA AI Released DiffusionRenderer: An AI Model for Editable, Photorealistic 3D Scenes from a Single Video
Source: MarkTechPost AI-powered video generation is improving at a breathtaking pace. In a short time, we’ve gone from...
Hugging Face Releases SmolLM3: A 3B Long-Context, Multilingual Reasoning Model
Source: MarkTechPost Hugging Face just released SmolLM3, the latest version of its “Smol” language models, designed to deliver...
How Radial Attention Cuts Costs in Video Diffusion by 4.4× Without Sacrificing Quality
Source: MarkTechPost Introduction to Video Diffusion Models and Computational Challenges Diffusion models have made impressive progress in generating...
SynPref-40M and Skywork-Reward-V2: Scalable Human-AI Alignment for State-of-the-Art Reward Models
Source: MarkTechPost Understanding Limitations of Current Reward Models Although reward models play a crucial role in Reinforcement Learning...
New AI Method From Meta and NYU Boosts LLM Alignment Using Semi-Online Reinforcement Learning
Source: MarkTechPost Optimizing LLMs for Human Alignment Using Reinforcement Learning Large language models often require a further alignment...
What Is Context Engineering in AI? Techniques, Use Cases, and Why It Matters
Source: MarkTechPost Introduction: What is Context Engineering? Context engineering refers to the discipline of designing, organizing, and manipulating...
Chai Discovery Team Releases Chai-2: AI Model Achieves 16% Hit Rate in De Novo Antibody Design
Source: MarkTechPost TLDR: Chai Discovery Team introduces Chai-2, a multimodal AI model that enables zero-shot de novo antibody...
AbstRaL: Teaching LLMs Abstract Reasoning via Reinforcement to Boost Robustness on GSM Benchmarks
Source: MarkTechPost Recent research indicates that LLMs, particularly smaller ones, frequently struggle with robust reasoning. They tend to...